The silence in Arthur's garage was often broken by the rhythmic whir of his woodworking tools. He had poured years into crafting intricate wooden sculptures. His son, Sam, eight, had never shown much interest. Until now.

Arthur walked into his workshop, to find Sam, wearing safety goggles, carefully sanding a small piece of wood. The tools were put away and the shop was immaculately clean. The boy didn't even look up at him.

"You're using my... my equipment?" Arthur asked, a hesitant note in his voice.

Sam nodded, his eyes fixed on his work. "Trying to make a birdhouse. Like the one you made."

Arthur felt a strange constriction in his chest. He stood, frozen, as the boy continued working.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232